Research
Find research shared by the Owlstown community.
Workplace dehumanization
Overview
Work represents one of the primary sources of expression of personal identity, and it is a significant means of self-presentation and self-definition. However, certain occupations are often accompanied by a negative stigma that can be pr...
Project · October 26, 2025
Teaching Data Science Students to Sketch Privacy Designs through Heuristics
Publication · October 26, 2025
Feature representation of ESM-2 output proteins
Protein Feature Representation Extraction with ESM-2
Implemented ESM-2–based protein feature embedding extraction and addressed online model loading issues through custom environment configuration. Demonstrated how pretrained language models capt...
Project · October 26, 2025
Research on clustering and discrimination of stock data and text data
All points in the figures are labeled with different colors and categories for each stock (e.g., "Kweichow Moutai," "Laobaigan Liquor," "China Merchants Bank," etc.). Overall, tSNE preserves local structure well, resulting in clearer separations b...
Project · October 26, 2025
Genetic Mapping of Vitamin B3 in Maize Grain
Malnutrition is a widespread human health concern in regions where diets rely heavily on a few staple crops that lack sufficient micronutrient levels. Biofortification, the genetic improvement of nutrient content in crops, has become a key goal of...
Project · October 26, 2025
Financial Public Opinion Sentiment Analysis
Data collection utilizes the FinChina SA dataset, which contains 288,788 high-quality articles selected from financial news articles and annotated with 21,272 sentiment data items. The report introduces methods for data preprocessing, sparse dimen...
Project · October 26, 2025
Predicting Sorghum Grain Quality Traits with Low-Cost Near-Infrared Spectroscopy (NIRS)
Trait prioritization in crop breeding is foundational to ensuring developed and released varieties are adopted. While agronomic traits have historically been targeted for improvement, food and consumption quality traits are often overlooked, espec...
Project · October 26, 2025
Scoping Review of Sorghum and Millet Grain Quality Preferences
This review aims to understand how grain preferences of sorghum and millet differ between regions, communities, end-uses, and additional variables. Currently, there is no documented standardization or definitions for sorghum and millet grain quali...
Project · October 26, 2025
An Entity-Aware Approach to Logical Fallacy Detection in Kremlin Social Media Content
Publication · October 26, 2025
In the Spotlight: The Russian Government's Use of Official Twitter Accounts to Shape Conversations About its War in Ukraine
Publication · October 26, 2025
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